DiaboloKiat/Deep-Learning

Shell

Deep-Learning

Installion

Clone the repository

$ git clone https://github.com/DiaboloKiat/Deep-Learning.git

Introduction

Basically one stage and two stage object detection structure

One Stage

SSD (Single Shot MultiBox Detector) 2016

Introduction
Paper
- Github
How to train a SSD model
- Link_1
- Link_2
- Link_3
- Colab
  - Custom Object Detection Using Tensorflow in Google Colab
  - arg-colab

YOLO (You Only Look Once)

Introduction
Paper
- Paper
  - Github

YOLACT (You Only Look At CoefficienTs) 2019~2020

Introduction
Paper
- Paper_Yolact (2019)
  - Github
- Paper_Yolact++ (2020)
  - Github

Two Stage

Mask R-CNN

Introduction
Paper
- Mask R-CNN (2017)
- Mask R-CNN (2020)

Reference